المساكن المرنة والمستدامة في غزة
Interactive System Map

A living brain view of the scientific civilization system

Click any layer to inspect its responsibility, inputs, outputs, dependencies, and risk level. The vertical flow shows how evidence becomes validation, publication, governance, stewardship, and crisis support.

Architecture Ethics
Responsibility

Defines the concepts, domains, indicators, and relationships that make every downstream layer speak the same language.

Inputs
  • Research framework
  • field concepts
  • domain indicators
  • evidence definitions
Outputs
  • common vocabulary
  • indicator map
  • semantic constraints
Dependencies
  • research design
  • domain evidence
Responsibility

Runs reproducible statistical analysis while staying separated from interface and governance decisions.

Inputs
  • cleaned datasets
  • indicator definitions
  • analysis scripts
Outputs
  • tables
  • figures
  • summary statistics
  • model outputs
Dependencies
  • Ontology
  • validated data exports
Responsibility

Checks evidence strength, reproducibility, uncertainty, and scientific honesty before claims are trusted.

Inputs
  • R outputs
  • evidence records
  • method rules
Outputs
  • confidence notes
  • validation findings
  • limits and caveats
Dependencies
  • Ontology
  • R
Responsibility

Challenges claims from the perspective of a skeptical reviewer and surfaces weak evidence, missing logic, or overclaiming.

Inputs
  • validated claims
  • draft findings
  • publication criteria
Outputs
  • critique queue
  • revision prompts
  • review readiness notes
Dependencies
  • SVL
  • Publication
Responsibility

Converts validated findings into reports, tables, chapters, and publication-ready packages.

Inputs
  • validated findings
  • review notes
  • tables
  • figures
Outputs
  • reports
  • chapter material
  • export packages
Dependencies
  • SVL
  • PRSL
Responsibility

Prepares journal-facing structure and checks formatting or submission readiness without making final submission choices.

Inputs
  • publication package
  • journal profile
  • review constraints
Outputs
  • journal package
  • fit notes
  • submission checklist
Dependencies
  • Publication
  • PRSL
Responsibility

Coordinates repeatable research tasks and improvement cycles while preserving human review points.

Inputs
  • research tasks
  • validation results
  • review feedback
Outputs
  • next-step queue
  • research loop status
  • revision tasks
Dependencies
  • AJL
  • SVL
  • HSL
Responsibility

Frames large-scale societal and policy implications as governed advisory signals, not automatic commands.

Inputs
  • research loop outputs
  • policy scenarios
  • governance constraints
Outputs
  • decision-support signals
  • policy comparison notes
  • constraint warnings
Dependencies
  • RAL
  • HSL
  • EL
Responsibility

Reflects on long-range consequences, structural blind spots, value conflicts, and system-level assumptions.

Inputs
  • CCL signals
  • governance history
  • impact assumptions
Outputs
  • meta-risk notes
  • blind-spot warnings
  • trajectory reflections
Dependencies
  • CCL
  • EL
  • HSL
Responsibility

Identifies severe boundary risks, unacceptable harms, and conditions where the system should slow down or stop.

Inputs
  • meta-risk notes
  • crisis context
  • harm indicators
Outputs
  • stop signals
  • severe-risk warnings
  • boundary constraints
Dependencies
  • MCL
  • HSL
  • CRL
Responsibility

Places human accountability, ethics, context, and override authority above every computational recommendation.

Inputs
  • validation notes
  • risk warnings
  • field context
  • human review
Outputs
  • approval
  • pause
  • override
  • contextual correction
Dependencies
  • SVL
  • EL
  • CRL
  • human reviewers
Responsibility

Supports urgent interpretation during crisis conditions while remaining advisory, traceable, and bounded by human oversight.

Inputs
  • field urgency
  • HSL controls
  • risk constraints
  • decision-support signals
Outputs
  • crisis interpretation
  • priority notes
  • responsible-use warnings
Dependencies
  • HSL
  • EL
  • CCL